Deployed Contract Doesn't Show up

Question

I deploy a smart contract using Brownie to local Ganache blockchain (GUI, not CLI). I can see every transaction that I do and accounts (tx-count). However, the contract tab is always empty and asks me to connect to the Truffle project.

Is Ganache GUI not working with Brownie or something? Here is the code.

from brownie import accounts, SimpleStorage

def main():
    # accounts[0] refers to the first account in the Ganache.
    deploy_contract()


def deploy_contract():
    account = accounts.load("ganache-gui")
    SimpleStorage.deploy({"from": account})
    print(account)